Blog

FOR BEGINNERS · INSIDE A SINGLE AI MESSAGE You type one question. Somewhere else, a computer begins building the reply. Here’s the trip your words take.

A small Finnish town is heating buildings with 2,000 tons of crushed rock. Discover how this unusual sand battery works, why it stores heat instead of

Google sent giant balloons into the stratosphere to bring internet access to remote communities. The technology worked in real deployments, including Puerto

A single AI rack can produce an enormous amount of heat. We examine Lenovo's 135 kW GB300 NVL72 design, calculate how much coolant would need to circulate

Your n8n workflows finish successfully, but the server keeps running out of storage. Discover how execution records, binary files and SQLite consume disk

LLM request cancellation should stop work that nobody needs anymore. Yet you can ask your local AI server for a long report, read the first few lines and

An AI agent crashes halfway through a task. Does it lose its progress or pick up where it stopped? Discover how checkpoints, durable execution, and persistent

An AI agent can complete an action successfully and still receive a timeout. When the workflow retries, one customer request can become two orders, emails or payments.

An AI agent does not directly control your apps. It requests a tool call, your workflow executes it, and the result comes back. Here is the loop, the risks

Your local LLM fits in VRAM — until you increase the context window. Here is why KV cache can consume several extra gigabytes and trigger an OOM.